Scholar
Xiaoxia Xu
Google Scholar ID: 3ifNbp0AAAAJ
Postdoctoral Researcher in Queen Mary University of London
Citations & Impact
Citations
383
H-index
11
i10-index
11
Publications
20
Co-authors
9
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'Accelerating Mobile Edge Generation (MEG) by Constrained Learning' accepted by IEEE Transactions on Cognitive Communications and Networking (March 2025)
- Paper 'Generative Artificial Intelligence for Mobile Communications: A Diffusion Model Perspective' accepted by IEEE Communications Magazine (December 2024)
- Paper 'Mobile Edge Generation-Enabled Digital Twin: Architecture Design and Research Opportunities' accepted by IEEE Communications Magazine (September 2024)
- Submitted multiple preprints on Pinching Antenna Systems (PASS), covering architecture, power radiation modeling, and beamforming algorithms (January–April 2025)
- Proposed a constrained deep reinforcement learning algorithm for online compression ratio optimization to accelerate AIGC on mobile devices
- Delivered talks on edge-based large model deployment at IEEE ICC 2025 (Canada) and IEEE GlobeCOM 2025 (South Africa)
- Released reproducible code, datasets, and HuggingFace pipelines for several projects
